Diffusers How to use Jovie/SurrealAnime with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("Jovie/SurrealAnime")
prompt = "The image is an illustration of a young woman with a striking appearance. She has long black hair styled in two braids and wears a schoolgirl outfit consisting of a white top with a red necktie and a black pleated skirt. Her expression is somewhat pensive, with her head resting on her hand. She has several piercings in her ear and a tattoo on her arm. The background is bright red with a chain-link fence and some industrial elements, including a yellow warning sign with an exclamation mark and some text, as well as a small box with more text. The overall style is reminiscent of anime or manga art."
image = pipe(prompt).images[0] 
